Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

The Future of Digital Health with Federated Learning



Nicola Rieke , Jonny Hancox , Wenqi Li , Fausto Milletari , Holger Roth , Shadi Albarqouni , Spyridon Bakas , Mathieu N. Galtier , Bennett Landman , Klaus Maier-Hein , Sebastien Ourselin , Micah Sheller , Ronald M. Summers , Andrew Trask , Daguang Xu , Maximilian Baust , M. Jorge Cardoso


   Access Paper or Ask Questions

Privacy-preserving Federated Brain Tumour Segmentation



Wenqi Li , Fausto Milletarì , Daguang Xu , Nicola Rieke , Jonny Hancox , Wentao Zhu , Maximilian Baust , Yan Cheng , Sébastien Ourselin , M. Jorge Cardoso , Andrew Feng

* MICCAI MLMI 2019 

   Access Paper or Ask Questions

Redefining Ultrasound Compounding: Computational Sonography



Rüdiger Göbl , Diana Mateus , Christoph Hennersperger , Maximilian Baust , Nassir Navab


   Access Paper or Ask Questions

BACH: Grand Challenge on Breast Cancer Histology Images



Guilherme Aresta , Teresa Araújo , Scotty Kwok , Sai Saketh Chennamsetty , Mohammed Safwan , Varghese Alex , Bahram Marami , Marcel Prastawa , Monica Chan , Michael Donovan , Gerardo Fernandez , Jack Zeineh , Matthias Kohl , Christoph Walz , Florian Ludwig , Stefan Braunewell , Maximilian Baust , Quoc Dang Vu , Minh Nguyen Nhat To , Eal Kim , Jin Tae Kwak , Sameh Galal , Veronica Sanchez-Freire , Nadia Brancati , Maria Frucci , Daniel Riccio , Yaqi Wang , Lingling Sun , Kaiqiang Ma , Jiannan Fang , Ismael Kone , Lahsen Boulmane , Aurélio Campilho , Catarina Eloy , António Polónia , Paulo Aguiar

* Preprint submitted to Medical Image Analysis (Elsevier). Publication licensed under the Creative Commons CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/ 

   Access Paper or Ask Questions

Initialize globally before acting locally: Enabling Landmark-free 3D US to MRI Registration



Julia Rackerseder , Maximilian Baust , Rüdiger Göbl , Nassir Navab , Christoph Hennersperger

* This is a pre-print of an article published in the Proceedings of the 21st International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), Granada, Spain, September 2018 

   Access Paper or Ask Questions

CFCM: Segmentation via Coarse to Fine Context Memory



Fausto Milletari , Nicola Rieke , Maximilian Baust , Marco Esposito , Nassir Navab

* Accepted for presentation at MICCAI 2018 

   Access Paper or Ask Questions

Understanding Regularization to Visualize Convolutional Neural Networks



Maximilian Baust , Florian Ludwig , Christian Rupprecht , Matthias Kohl , Stefan Braunewell


   Access Paper or Ask Questions

Assessment of Breast Cancer Histology using Densely Connected Convolutional Networks



Matthias Kohl , Christoph Walz , Florian Ludwig , Stefan Braunewell , Maximilian Baust


   Access Paper or Ask Questions

Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses



Christian Rupprecht , Iro Laina , Robert DiPietro , Maximilian Baust , Federico Tombari , Nassir Navab , Gregory D. Hager

* ICCV 2017 

   Access Paper or Ask Questions

Deep Active Contours



Christian Rupprecht , Elizabeth Huaroc , Maximilian Baust , Nassir Navab


   Access Paper or Ask Questions

1
2
>>